AI Agent Mastery: Build & Deploy Multi Modal AI Agents
10 Weeks
·Cohort-based Course
This course teaches you how to build and deploy powerful AI Agents using LangChain, AutoGen, CrewAI, LangGraph, Agentic RAG, MCP
AI Agent Mastery: Build & Deploy Multi Modal AI Agents
10 Weeks
·Cohort-based Course
This course teaches you how to build and deploy powerful AI Agents using LangChain, AutoGen, CrewAI, LangGraph, Agentic RAG, MCP
Course overview
Go from LLM Beginner to Agentic Architect
From Curious to Capable
You’ll go from just exploring GenAI to confidently building smart AI Agents that take real actions to solve real problems & create a big impact.
From Developer to AI Builder
You won’t just prompt—you’ll architect AI systems using LangChain, Agents, Agentic RAG, MCP servers and custom tool integrations.
From Idea to Execution
Whether you're a founder or product manager, you’ll learn how to take a product idea involving AI agents, transform into a working MVP & shipping an enterprise solution.
From Learning to Earning
You’ll walk away with a deployable AI Agent that can be integrated into a SaaS product, internal tool, or offered as a consulting service.
From Theory to Deployment
You’ll master not just building, but deploying your AI agent to production using Docker and AWS —job-ready skills that is in great demand right now.
From Individual to Innovator
You’ll gain the clarity, confidence, and capability to build products & lead AI initiatives, pitch agent-based solutions, and create value.
Who is this course for
01
Developers & Engineers
Build and deploy AI Applications & fast-track careers into one of the most in-demand,and high paying in tech
02
Product Managers
Looking to lead AI-driven product development, understand agent architecture & collaborate effectively with technical team
03
Entrepreneurs & Founders
Aiming to launch AI-powered SaaS products, automate workflows, or integrate intelligent agents into their business
04
Solopreneurs & Freelancers
Ready to offer AI agent solutions to clients or build their own AI-based tools and services.
05
Builders, Hackers & Tinkerers
Love getting their hands dirty, exploring GenAI, & want to build something real—not just another chatbot
What you’ll get out of this course
Build Production-Ready AI Agents Design and deploy intelligent AI agents that interact, reason, and take action across tools and APIs.
Master GenAI & LangChain Gain hands-on experience with LangChain, OpenAI, and other GenAI tools to craft cutting-edge agentic workflows.
Implement Agentic RAG Pipelines Learn how to create context-aware Retrieval-Augmented Generation (RAG) systems that power smarter chatbots
Deploy on AWS Like a Pro Package & deploy your AI agents and applications at scale using Docker & Amazon cloud for real-world readiness
Launch Your AI-Powered Products or Services Whether you're a founder, or developer, walk away with a fully functioning AI Application
Whether you're building MVP, automating operations, or offering AI services—leave this course with something real, working, & ready to ship
What’s included
Live sessions
Learn directly from Nitin Monga in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
This course is backed by the Maven Guarantee. Students are eligible for a full refund up until the halfway point of the course.
Course syllabus
30 live sessions • 8 lessons
Week 1
Building AI Agents - Orientation
Oct
11
Optional: Building AI Agents - Orientation
Oct
11
Understanding AI Landscape - Data Science - Data Analysis - Machine Learning - Deep Learning - Generative AI - Agentic World
Understanding AI Landscape
Oct
12
Understanding AI Landscape - Data Science - Data Analysis - Machine Learning - Deep Learning - Generative AI - Agentic World
Oct
12
Infrastructure Readiness
Week 2
Introduction to Large Language Models (LLMs)
Oct
16
Building Generative AI Application with LangChain - Core Components
Oct
18
Optional: LangChain & LLMs API - Hands on With OpenAI, DeepSeek, Llama3/4, GROK, etc
Oct
19
Ollama integration - Hands on With Ollama
Week 3
Oct
23
Prompting Large Language Model
Oct
25
Prompting Large Language Model & Runnables
Oct
26
LangChain - Runnables & Chains
Week 4
Oct
30
Consulting Assignment Discussion
RAG - Retrieval-Augmented Generation
Nov
1
LangChain - LCEL & Chains
Nov
2
RAG - Loaders & Splitters
Week 5
Nov
6
Consulting Assignment Discussion
Nov
8
RAG - Loaders & Splitters
Nov
9
RAG - Vector Databases & Retrievers
Week 6
Nov
13
RAG - Vector Databases & Retrievers
Nov
15
Building RAG Application from scratch
Agentic AI
Nov
16
LangChain - Tools Calling & Agents
Week 7
Nov
20
Introduction to Agentic World - AutoGen, CrewAI & LangGraph
Nov
22
Building AI Agent with Microsoft's AutoGen
Nov
23
Building AI Agent with DeepLearning's CrewAI
Week 8
Nov
29
Optional: Building AI Agent with LangChain's LangGraph
Nov
30
Building frontend & Backend using Streamlit & FastAPI
FastAPI as Backend and Streamlit as Frontend
Week 9
Deployment on AWS
Dec
4
Optional: AI Agent deployment using Docker & AWS - ECR (Amazon Elastic Container Register)
Dec
7
Optional: AI Agent deployment on AWS - ECS & Custom domain DNS Routing using AWS Route 53
Dec
6
Optional: AI Agent deployment on AWS - ECS (Elastic Container Service)
Week 10
Dec
13
Optional: Demo Day - Present your deployed AI Agent to the class
Dec
14
Optional: Demo Day - Present your deployed AI Agent to the class
Post-course
Dec
16
Optional: MCP - MCP Architecture & In Action
What students are saying
Meet your instructor
Nitin Monga
I’m a Data Scientist & AI Engineer with 20+ years in IT and 8+ years specializing in Data Science, Machine Learning, Generative AI, and AI Agent Development. My passion lies in building intelligent, real-world solutions—from algorithmic trading systems and smart chatbots to scalable AI-powered applications.
Technical Expertise
- LLMs, NLP, Computer Vision, Deep Learning, Statistical Modeling, Generative AI
- Python, R, SQL | Frameworks: TensorFlow, LangChain, CrewAI, AutoGen, LangGraph, Vector Databases, Agentic RAG
- Cloud Deployments: AWS EC2 & ECS
Key Highlights
- Designed AI trading systems that boosted client returns by 10–15% through intelligent market predictions.
- Built & deployed multi-agent AI apps, Agentic RAG solutions, and conversational Voice/Text AI Chatbots using OpenAI, CrewAI, 11Labs.
- Delivered 100+ enterprise workshops for global IT firms on Data Science, Machine Learning, LLMs, and GenAI.
What Sets Me Apart
- Translate complex AI into business value with strong consultative skills.
- Blend leadership with hands-on expertise—mentoring engineers while delivering enterprise-scale AI projects.
- Run aiagentcafe.com, my AI agency for consulting & building end-to-end AI solutions.
Explore My Work
Portfolio - https://nitinai.xyz
LinkedIn - https://www.linkedin.com/in/nitinmonga-ai/
Ai Travel Agent - https://www.aitripy.com
Join an upcoming cohort
AI Agent Mastery: Build & Deploy Multi Modal AI Agents
Cohort 2
$799
Dates
Application Deadline
Course schedule
5 hours per week of Interactive Sessions
4 Powerful Reasons to Join This Interactive AI Agent Cohort
Collaborative AI Innovation & Networking
Connect with developers, entrepreneurs, and AI enthusiasts worldwide. Collaborate on cutting-edge AI agent projects and expand your network in the fast-growing GenAI ecosystem.
Live Feedback on AI Builds & Use Cases
Get real-time code reviews, troubleshooting help, and strategy advice as you build GenAI apps, RAG workflows, and multi-agent systems—directly from experts and peers.
Structured Roadmap to AI Mastery
Follow a step-by-step curriculum that takes you from LLM APIs to full AI agent deployments (LangChain, CrewAI, AWS ECS), ensuring you don’t get stuck or overwhelmed.
Hands-On Deployment & Real-World Projects
Walk away with deployable AI agents—voice bots, knowledge agents, chatbots—that you can showcase to employers, clients, or investors. Learn practical skills that translate directly to business impact.
Frequently Asked Questions
Join an upcoming cohort
AI Agent Mastery: Build & Deploy Multi Modal AI Agents
Cohort 2
$799
Dates
Application Deadline